Classification

Exemplar-Driven Top-Down Saliency Detection via Deep Association CVPR 2016 Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning With Humans in the Loop CVPR 2016 Improving Human Action Recognition by Non-Action Classification CVPR 2016 Scene Recognition With CNNs: Objects, Scales and Dataset Bias CVPR 2016 Seeing Behind the Camera: Identifying the Authorship of a Photograph CVPR 2016 A Convolutional Neural Network Cascade for Face Detection CVPR 2015 Active Learning from Weak and Strong Labelers NeurIPS 2015 Convolutional Neural Networks at Constrained Time Cost CVPR 2015 Correlation Filters With Limited Boundaries CVPR 2015 Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation NeurIPS 2015 Direction Matters: Depth Estimation With a Surface Normal Classifier CVPR 2015 Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Fast Classification Rates for High-dimensional Gaussian Generative Models NeurIPS 2015 Learning From Massive Noisy Labeled Data for Image Classification CVPR 2015 Learning with Symmetric Label Noise: The Importance of Being Unhinged NeurIPS 2015 Max-Margin Deep Generative Models NeurIPS 2015 Analysis of Learning from Positive and Unlabeled Data NeurIPS 2014 Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014 Consistent Binary Classification with Generalized Performance Metrics NeurIPS 2014 General Stochastic Networks for Classification NeurIPS 2014 Optimizing F-Measures by Cost-Sensitive Classification NeurIPS 2014 Projective dictionary pair learning for pattern classification NeurIPS 2014 Searching for Higgs Boson Decay Modes with Deep Learning NeurIPS 2014 Top Rank Optimization in Linear Time NeurIPS 2014 Deep Fisher Networks for Large-Scale Image Classification NeurIPS 2013